Eliminating Temporal Illumination Variations in Whisk-broom Hyperspectral Imaging

We propose a method for eliminating the temporal illumination variations in whisk-broom (point-scan) hyperspectral imaging. Whisk-broom scanning is useful for acquiring a spatial measurement using a pixel-based hyperspectral sensor. However, when it is applied to outdoor cultural heritages, temporal...

Full description

Saved in:

Bibliographic Details
Published in:	International journal of computer vision Vol. 130; no. 5; pp. 1310 - 1324
Main Authors:	Funatomi, Takuya, Ogawa, Takehiro, Tanaka, Kenichiro, Kubo, Hiroyuki, Caron, Guillaume, Mouaddib, El Mustapha, Matsushita, Yasuyuki, Mukaigawa, Yasuhiro
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.05.2022 Springer Springer Nature B.V Springer Verlag
Subjects:	Artificial Intelligence Cathedrals Computer Imaging Computer Science Computer Vision and Pattern Recognition Hyperspectral imaging Illumination Image Processing and Computer Vision Infrared radiation Pattern Recognition Pattern Recognition and Graphics Raster Raster scanning Scanning devices Sensors Special Issue on Computer Vision for Cultural Heritage Vision Low-rank approximation Computational photography Varying illumination Hyperspectral imaging
ISSN:	0920-5691, 1573-1405
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Abstract	We propose a method for eliminating the temporal illumination variations in whisk-broom (point-scan) hyperspectral imaging. Whisk-broom scanning is useful for acquiring a spatial measurement using a pixel-based hyperspectral sensor. However, when it is applied to outdoor cultural heritages, temporal illumination variations become an issue due to the lengthy measurement time. As a result, the incoming illumination spectra vary across the measured image locations because different locations are measured at different times. To overcome this problem, in addition to the standard raster scan, we propose an additional perpendicular scan that traverses the raster scan. We show that this additional scan allows us to infer the illumination variations over the raster scan. Furthermore, the sparse structure in the illumination spectrum is exploited to robustly eliminate these variations. We quantitatively show that a hyperspectral image captured under sunlight is indeed affected by temporal illumination variations, that a Naïve mitigation method suffers from severe artifacts, and that the proposed method can robustly eliminate the illumination variations. Finally, we demonstrate the usefulness of the proposed method by capturing historic stained-glass windows of a French cathedral.
AbstractList	We propose a method for eliminating the temporal illumination variations in whisk-broom (point-scan) hyperspectral imaging. Whisk-broom scanning is useful for acquiring a spatial measurement using a pixel-based hyperspectral sensor. However, when it is applied to outdoor cultural heritages, temporal illumination variations become an issue due to the lengthy measurement time. As a result, the incoming illumination spectra vary across the measured image locations because different locations are measured at different times. To overcome this problem, in addition to the standard raster scan, we propose an additional perpendicular scan that traverses the raster scan. We show that this additional scan allows us to infer the illumination variations over the raster scan. Furthermore, the sparse structure in the illumination spectrum is exploited to robustly eliminate these variations. We quantitatively show that a hyperspectral image captured under sunlight is indeed affected by temporal illumination variations, that a Naïve mitigation method suffers from severe artifacts, and that the proposed method can robustly eliminate the illumination variations. Finally, we demonstrate the usefulness of the proposed method by capturing historic stained-glass windows of a French cathedral.
Audience	Academic
Author	Caron, Guillaume Tanaka, Kenichiro Mukaigawa, Yasuhiro Kubo, Hiroyuki Mouaddib, El Mustapha Funatomi, Takuya Ogawa, Takehiro Matsushita, Yasuyuki
Author_xml	– sequence: 1 givenname: Takuya orcidid: 0000-0001-5588-5932 surname: Funatomi fullname: Funatomi, Takuya email: funatomi@is.naist.jp organization: Graduate School of Science and Technology, Nara Institute of Science and Technology – sequence: 2 givenname: Takehiro surname: Ogawa fullname: Ogawa, Takehiro organization: Graduate School of Science and Technology, Nara Institute of Science and Technology – sequence: 3 givenname: Kenichiro orcidid: 0000-0003-2318-2276 surname: Tanaka fullname: Tanaka, Kenichiro organization: College of Information Science and Engineering, Ritsumeikan University – sequence: 4 givenname: Hiroyuki surname: Kubo fullname: Kubo, Hiroyuki organization: Graduate School of Science and Engineering, Chiba University – sequence: 5 givenname: Guillaume surname: Caron fullname: Caron, Guillaume organization: MIS Laboratory, University of Picardie Jules Verne, CNRS-AIST JRL, IRL – sequence: 6 givenname: El Mustapha surname: Mouaddib fullname: Mouaddib, El Mustapha organization: MIS Laboratory, University of Picardie Jules Verne – sequence: 7 givenname: Yasuyuki surname: Matsushita fullname: Matsushita, Yasuyuki organization: Graduate School of Information Science and Technology, Osaka University – sequence: 8 givenname: Yasuhiro surname: Mukaigawa fullname: Mukaigawa, Yasuhiro organization: Graduate School of Science and Technology, Nara Institute of Science and Technology
BackLink	https://hal.science/hal-03620473$$DView record in HAL
BookMark	eNp9kctq3DAUhkWYQieXF-jK0FUXmhzJliUvhzDtDAyEQNIshSTLE6W25EqeQt6-yrikkEXQ4ojD_53bf44WPniL0BcCKwLArxMhtC4xUIqBMMGxOENLwniJSQVsgZbQUMCsbshndJ7SMwBQQcslutv0bnBeTc4fins7jCGqvtj1_XHOBl_8VNGdfqlwvnh8cukX1jGEodi-jDam0ZrpBA3qkKtcok-d6pO9-hcv0MP3zf3NFu9vf-xu1ntsWFVPWDRKQ807DpVtqpYy0TZa6VbXXHNrukpzphmYmpLGCEZMQ2jLBOEtUA26Ki_Qt7nuk-rlGN2g4osMysntei9fc1DWFCpe_iFZ-3XWjjH8Pto0yedwjD6PJ2nNWEOrrMuq1aw6qN5K57uQ9zL5tXZwJh-8czm_5kBEviajGaAzYGJIKdrubQ4C8tUXOfsisy_y5IsUGRLvIOOm031zN9d_jJYzmnIff7Dx_xofUH8BFUqi9g
CitedBy_id	crossref_primary_10_3390_biomedicines12102315 crossref_primary_10_3390_rs14194877 crossref_primary_10_3390_technologies12090163 crossref_primary_10_3390_heritage5030073 crossref_primary_10_1007_s11263_025_02466_8 crossref_primary_10_1186_s40494_023_00923_6 crossref_primary_10_1364_OE_560334 crossref_primary_10_7736_JKSPE_025_055 crossref_primary_10_1109_MIM_2025_10870392 crossref_primary_10_1016_j_precisioneng_2025_08_015 crossref_primary_10_3390_smartcities8020051
Cites_doi	10.1364/OPTICA.397214 10.1145/3345553 10.3390/jimaging5010003 10.1016/j.isprsjprs.2017.04.010 10.1021/acs.accounts.6b00048 10.1364/OE.26.026167 10.1364/OPTICA.394413 10.1145/1970392.1970395 10.2352/issn.2694-118X.2020.LIM-27 10.1364/OE.26.025226 10.1145/3130800.3130896 10.1371/journal.pone.0220949 10.1364/JOSA.54.001031 10.1109/34.58869 10.1364/OE.27.027088 10.1364/OE.15.014013 10.1364/JOSAA.24.000294 10.1117/12.381686 10.1364/OE.27.035811 10.2352/ISSN.2470-1173.2017.18.COLOR-060 10.1007/s11633-008-0226-5 10.1038/s41598-020-60413-8 10.1145/3130800.3130810 10.1364/AO.404524 10.1080/01971360.2018.1549919 10.1109/TGRS.2015.2452812 10.1364/AO.47.000B44 10.1109/83.350812 10.5281/zenodo.3757045 10.1117/12.2020286 10.1109/ICCV.2019.00416 10.1145/2661229.2661262 10.1016/B978-0-444-63977-6.00023-7 10.1117/12.889460 10.1109/CVPR.2010.5540211 10.1145/3306346.3322946 10.1109/CVPR.2015.7298787 10.1007/978-3-030-58592-1_12
ContentType	Journal Article
Copyright	The Author(s) 2022 COPYRIGHT 2022 Springer The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Attribution
Copyright_xml	– notice: The Author(s) 2022 – notice: COPYRIGHT 2022 Springer – notice: The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: Attribution
DBID	C6C AAYXX CITATION 3V. 7SC 7WY 7WZ 7XB 87Z 8AL 8FD 8FE 8FG 8FK 8FL ABUWG AFKRA ARAPS AZQEC BENPR BEZIV BGLVJ CCPQU DWQXO FRNLG F~G GNUQQ HCIFZ JQ2 K60 K6~ K7- L.- L7M L~C L~D M0C M0N P5Z P62 PHGZM PHGZT PKEHL PQBIZ PQBZA PQEST PQGLB PQQKQ PQUKI PYYUZ Q9U 1XC VOOES
DOI	10.1007/s11263-022-01587-8
DatabaseName	Springer Nature OA Free Journals CrossRef ProQuest Central (Corporate) Computer and Information Systems Abstracts ProQuest ABI/INFORM Collection ABI/INFORM Global (PDF only) ProQuest Central (purchase pre-March 2016) ABI/INFORM Collection Computing Database (Alumni Edition) Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) ABI/INFORM Collection (Alumni Edition) ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Essentials ProQuest Central Business Premium Collection Technology collection ProQuest One Community College ProQuest Central Business Premium Collection (Alumni) ABI/INFORM Global (Corporate) ProQuest Central Student SciTech Premium Collection ProQuest Computer Science Collection ProQuest Business Collection (Alumni Edition) ProQuest Business Collection Computer Science Database ABI/INFORM Professional Advanced Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ABI/INFORM Global Computing Database ProQuest advanced technologies & aerospace journals ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic ProQuest One Academic Middle East (New) ProQuest One Business (UW System Shared) ProQuest One Business (Alumni) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ABI/INFORM Collection China ProQuest Central Basic Hyper Article en Ligne (HAL) Hyper Article en Ligne (HAL) (Open Access)
DatabaseTitle	CrossRef ABI/INFORM Global (Corporate) ProQuest Business Collection (Alumni Edition) ProQuest One Business Computer Science Database ProQuest Central Student Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems Abstracts ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ABI/INFORM Complete ProQuest Central ABI/INFORM Professional Advanced ProQuest One Applied & Life Sciences ProQuest Central Korea ProQuest Central (New) Advanced Technologies Database with Aerospace ABI/INFORM Complete (Alumni Edition) Advanced Technologies & Aerospace Collection Business Premium Collection ABI/INFORM Global ProQuest Computing ABI/INFORM Global (Alumni Edition) ProQuest Central Basic ProQuest Computing (Alumni Edition) ProQuest One Academic Eastern Edition ABI/INFORM China ProQuest Technology Collection ProQuest SciTech Collection ProQuest Business Collection Computer and Information Systems Abstracts Professional Advanced Technologies & Aerospace Database ProQuest One Academic UKI Edition ProQuest One Business (Alumni) ProQuest One Academic ProQuest Central (Alumni) ProQuest One Academic (New) Business Premium Collection (Alumni)
DatabaseTitleList	CrossRef ABI/INFORM Global (Corporate)
Database_xml	– sequence: 1 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Applied Sciences Computer Science
EISSN	1573-1405
EndPage	1324
ExternalDocumentID	oai:HAL:hal-03620473v1 A701892052 10_1007_s11263_022_01587_8
GrantInformation_xml	– fundername: Japan Society for the Promotion of Science (JP) grantid: Japan–France Integrated Action Program (SAKURA) – fundername: Core Research for Evolutional Science and Technology grantid: JPMJCR1764 funderid: http://dx.doi.org/10.13039/501100003382 – fundername: Japan Society for the Promotion of Science grantid: 20K21816 funderid: http://dx.doi.org/10.13039/501100001691 – fundername: Ministère des Affaires Étrangères (FR) grantid: Sakura est le Partenariat Hubert Curien franco-japonais
GroupedDBID	-4Z -59 -5G -BR -EM -Y2 -~C .4S .86 .DC .VR 06D 0R~ 0VY 199 1N0 1SB 2.D 203 28- 29J 2J2 2JN 2JY 2KG 2KM 2LR 2P1 2VQ 2~H 30V 3V. 4.4 406 408 409 40D 40E 5GY 5QI 5VS 67Z 6NX 6TJ 78A 7WY 8FE 8FG 8FL 8TC 8UJ 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AAOBN AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDBF ABDZT ABECU ABFTD ABFTV ABHLI ABHQN ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFO ACGFS ACHSB ACHXU ACIHN ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACREN ACUHS ACZOJ ADHHG ADHIR ADIMF ADINQ ADKNI ADKPE ADMLS ADRFC ADTPH ADURQ ADYFF ADYOE ADZKW AEAQA AEBTG AEFIE AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFEXP AFGCZ AFKRA AFLOW AFQWF AFWTZ AFYQB AFZKB AGAYW AGDGC AGGDS AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMTXH AMXSW AMYLF AMYQR AOCGG ARAPS ARCSS ARMRJ ASPBG AVWKF AXYYD AYJHY AZFZN AZQEC B-. B0M BA0 BBWZM BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ BSONS C6C CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DU5 DWQXO EAD EAP EAS EBLON EBS EDO EIOEI EJD EMK EPL ESBYG ESX F5P FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GQ8 GROUPED_ABI_INFORM_COMPLETE GXS H13 HCIFZ HF~ HG5 HG6 HMJXF HQYDN HRMNR HVGLF HZ~ I-F I09 IAO IHE IJ- IKXTQ ISR ITC ITM IWAJR IXC IZIGR IZQ I~X I~Y I~Z J-C J0Z JBSCW JCJTX JZLTJ K60 K6V K6~ K7- KDC KOV KOW LAK LLZTM M0C M0N M4Y MA- N2Q N9A NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM OVD P19 P2P P62 P9O PF0 PQBIZ PQBZA PQQKQ PROAC PT4 PT5 QF4 QM1 QN7 QO4 QOK QOS R4E R89 R9I RHV RNI RNS ROL RPX RSV RZC RZE RZK S16 S1Z S26 S27 S28 S3B SAP SCJ SCLPG SCO SDH SDM SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TAE TEORI TSG TSK TSV TUC TUS U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 Z7R Z7S Z7V Z7W Z7X Z7Y Z7Z Z83 Z86 Z88 Z8M Z8N Z8P Z8Q Z8R Z8S Z8T Z8W Z92 ZMTXR ~8M ~EX AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG ADKFA AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP ATHPR AYFIA CITATION ICD PHGZM PHGZT PQGLB 7SC 7XB 8AL 8FD 8FK JQ2 L.- L7M L~C L~D PKEHL PQEST PQUKI Q9U 1XC VOOES
ID	FETCH-LOGICAL-c546t-89ab067f704e94d258d9babdb67b7ecf4b75b50c6219c851c912d5817d02b0b43
IEDL.DBID	K7-
ISICitedReferencesCount	12
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000780350300002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0920-5691
IngestDate	Tue Oct 14 20:21:59 EDT 2025 Tue Nov 04 23:42:31 EST 2025 Mon Nov 24 15:45:38 EST 2025 Sat Nov 29 06:42:29 EST 2025 Tue Nov 18 20:00:23 EST 2025 Fri Feb 21 02:46:00 EST 2025
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Issue	5
Keywords	Low-rank approximation Computational photography Varying illumination Hyperspectral imaging
Language	English
License	Attribution: http://creativecommons.org/licenses/by
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c546t-89ab067f704e94d258d9babdb67b7ecf4b75b50c6219c851c912d5817d02b0b43
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
ORCID	0000-0003-2318-2276 0000-0001-5588-5932 0000-0002-5768-2220 0000-0003-3703-2973
OpenAccessLink	https://link.springer.com/10.1007/s11263-022-01587-8
PQID	2655924473
PQPubID	1456341
PageCount	15
ParticipantIDs	hal_primary_oai_HAL_hal_03620473v1 proquest_journals_2655924473 gale_infotracacademiconefile_A701892052 crossref_primary_10_1007_s11263_022_01587_8 crossref_citationtrail_10_1007_s11263_022_01587_8 springer_journals_10_1007_s11263_022_01587_8
PublicationCentury	2000
PublicationDate	2022-05-01
PublicationDateYYYYMMDD	2022-05-01
PublicationDate_xml	– month: 05 year: 2022 text: 2022-05-01 day: 01
PublicationDecade	2020
PublicationPlace	New York
PublicationPlace_xml	– name: New York
PublicationTitle	International journal of computer vision
PublicationTitleAbbrev	Int J Comput Vis
PublicationYear	2022
Publisher	Springer US Springer Springer Nature B.V Springer Verlag
Publisher_xml	– name: Springer US – name: Springer – name: Springer Nature B.V – name: Springer Verlag
References	Cucci, Delaney, Picollo (CR10) 2016; 49 Candès, Li, Ma, Wright (CR3) 2011; 58 Chen, Drew, Li (CR5) 2017; 18 Gehm, John, Brady, Willett, Schulz (CR15) 2007; 15 He, Zhang, Zhang, Shen (CR18) 2016; 54 Gedalin, Oiknine, Stern (CR14) 2019; 27 Judd, MacAdam, Wyszecki, Budde, Condit, Henderson, Simonds (CR22) 1964; 54 Hu, Lin, Yue, Dai (CR20) 2019; 27 CR31 CR30 Morimoto, Mihashi, Ikeuchi (CR29) 2008; 5 Babini, George, Lombardo (CR1) 2020; 1 Dun, Ikoma, Wetzstein, Wang, Cheng, Peng (CR12) 2020; 7 Chang, Hsieh (CR4) 1995; 4 Monakhova, Yanny, Aggarwal, Waller (CR28) 2020; 7 Baek, Kim, Gutierrez, Kim (CR2) 2017; 36 Drew, Finlayson (CR11) 2007; 24 Hagen, Kudenov (CR16) 2013; 52 Saragadam, Sankaranarayanan (CR34) 2019 Shmilovich, Oiknine, AbuLeil, Abdulhalim, Blumberg, Stern (CR35) 2020; 10 CR8 CR7 Gat (CR13) 2000; 4056 Wang, Zhang, Ma, Xu, Arce (CR38) 2018; 26 CR9 CR27 Hauser, Zeligman, Averbuch, Zheludev, Nathan (CR17) 2020; 59 Mathys, Semal, Brecko, Van den Spiegel (CR25) 2019; 14 CR26 CR24 CR23 Su, Zhou, Yu, Cao, Du (CR36) 2018; 26 CR21 Pillay, Hardeberg, George (CR33) 2019; 58 Choi, Jeon, Nam, Gutierrez, Kim (CR6) 2017; 36 Wagadarikar, John, Willett, Brady (CR37) 2008; 47 CR40 Ho, Funt, Drew (CR19) 1990; 12 Oiknine, August, Farber, Gedalin, Stern (CR32) 2018; 5 Wendel, Underwood (CR39) 2017; 129 ME Gehm (1587_CR15) 2007; 15 1587_CR21 A Babini (1587_CR1) 2020; 1 1587_CR24 1587_CR23 1587_CR26 DB Judd (1587_CR22) 1964; 54 1587_CR9 1587_CR7 1587_CR8 1587_CR40 SH Baek (1587_CR2) 2017; 36 NA Hagen (1587_CR16) 2013; 52 T Su (1587_CR36) 2018; 26 J Ho (1587_CR19) 1990; 12 1587_CR27 PR Chang (1587_CR4) 1995; 4 X Wang (1587_CR38) 2018; 26 X Hu (1587_CR20) 2019; 27 1587_CR31 EJ Candès (1587_CR3) 2011; 58 1587_CR30 R Pillay (1587_CR33) 2019; 58 MS Drew (1587_CR11) 2007; 24 W He (1587_CR18) 2016; 54 V Saragadam (1587_CR34) 2019 C Cucci (1587_CR10) 2016; 49 X Dun (1587_CR12) 2020; 7 Y Oiknine (1587_CR32) 2018; 5 A Wendel (1587_CR39) 2017; 129 K Monakhova (1587_CR28) 2020; 7 N Gat (1587_CR13) 2000; 4056 D Gedalin (1587_CR14) 2019; 27 A Wagadarikar (1587_CR37) 2008; 47 I Choi (1587_CR6) 2017; 36 T Morimoto (1587_CR29) 2008; 5 X Chen (1587_CR5) 2017; 18 J Hauser (1587_CR17) 2020; 59 S Shmilovich (1587_CR35) 2020; 10 A Mathys (1587_CR25) 2019; 14
References_xml	– volume: 7 start-page: 1298 issue: 10 year: 2020 end-page: 1307 ident: CR28 article-title: Spectral diffusercam: Lensless snapshot hyperspectral imaging with a spectral filter array publication-title: OSA Optica doi: 10.1364/OPTICA.397214 – year: 2019 ident: CR34 article-title: Krism—Krylov subspace-based optical computing of hyperspectral images publication-title: Transactions on Graphics (TOG) doi: 10.1145/3345553 – volume: 5 start-page: 3 issue: 1 year: 2018 ident: CR32 article-title: Compressive sensing hyperspectral imaging by spectral multiplexing with liquid crystal publication-title: MDPI Journal of Imaging doi: 10.3390/jimaging5010003 – volume: 129 start-page: 162 year: 2017 end-page: 178 ident: CR39 article-title: Illumination compensation in ground based hyperspectral imaging publication-title: ISPRS Journal of Photogrammetry and Remote Sensing doi: 10.1016/j.isprsjprs.2017.04.010 – ident: CR30 – volume: 49 start-page: 2070 issue: 10 year: 2016 end-page: 2079 ident: CR10 article-title: Reflectance hyperspectral imaging for investigation of works of art: Old master paintings and illuminated manuscripts publication-title: Accounts of chemical research doi: 10.1021/acs.accounts.6b00048 – volume: 26 start-page: 26167 issue: 20 year: 2018 end-page: 26178 ident: CR36 article-title: Illumination separation of non-Lambertian scenes from a single hyperspectral image publication-title: OSA Optics Express doi: 10.1364/OE.26.026167 – volume: 7 start-page: 913 issue: 8 year: 2020 end-page: 922 ident: CR12 article-title: Learned rotationally symmetric diffractive achromat for full-spectrum computational imaging publication-title: OSA Optica doi: 10.1364/OPTICA.394413 – volume: 58 start-page: 1 issue: 3 year: 2011 end-page: 37 ident: CR3 article-title: Robust principal component analysis? publication-title: Journal of ACM doi: 10.1145/1970392.1970395 – volume: 1 start-page: 109 year: 2020 end-page: 113 ident: CR1 article-title: Potential and challenges of spectral imaging for documentation and analysis of stained-glass windows publication-title: London Imaging Meeting doi: 10.2352/issn.2694-118X.2020.LIM-27 – volume: 26 start-page: 25226 issue: 19 year: 2018 end-page: 25243 ident: CR38 article-title: Compressive spectral imaging system based on liquid crystal tunable filter publication-title: OSA Optics Express doi: 10.1364/OE.26.025226 – ident: CR8 – volume: 36 start-page: 1 issue: 6 year: 2017 end-page: 12 ident: CR2 article-title: Compact single-shot hyperspectral imaging using a prism publication-title: Transactions on Graphics (TOG) doi: 10.1145/3130800.3130896 – ident: CR40 – ident: CR27 – volume: 14 start-page: 1 issue: 8 year: 2019 end-page: 33 ident: CR25 article-title: Improving 3d photogrammetry models through spectral imaging: Tooth enamel as a case study publication-title: PLoS ONE doi: 10.1371/journal.pone.0220949 – volume: 54 start-page: 1031 issue: 8 year: 1964 end-page: 1040 ident: CR22 article-title: Spectral distribution of typical daylight as a function of correlated color temperature publication-title: Journal of the Optical Society of America (JOSA) doi: 10.1364/JOSA.54.001031 – ident: CR23 – volume: 12 start-page: 966 year: 1990 end-page: 977 ident: CR19 article-title: Separating a color signal into illumination and surface reflectance components: Theory and applications publication-title: Transactions on Pattern Analysis and Machine Intelligence (PAMI) doi: 10.1109/34.58869 – volume: 27 start-page: 27088 issue: 19 year: 2019 end-page: 27102 ident: CR20 article-title: Multispectral video acquisition using spectral sweep camera publication-title: OSA Optics Express doi: 10.1364/OE.27.027088 – volume: 15 start-page: 14013 issue: 21 year: 2007 end-page: 14027 ident: CR15 article-title: Single-shot compressive spectral imaging with a dual-disperser architecture publication-title: OSA Optics Express doi: 10.1364/OE.15.014013 – volume: 24 start-page: 294 issue: 2 year: 2007 end-page: 303 ident: CR11 article-title: Analytic solution for separating spectra into illumination and surface reflectance components publication-title: Journal of the Optical Society of America (JOSA) doi: 10.1364/JOSAA.24.000294 – ident: CR21 – volume: 4056 start-page: 50 year: 2000 end-page: 64 ident: CR13 article-title: Imaging spectroscopy using tunable filters: a review publication-title: Wavelet Applications VII, SPIE doi: 10.1117/12.381686 – volume: 27 start-page: 35811 issue: 24 year: 2019 end-page: 35822 ident: CR14 article-title: Deepcubenet: Reconstruction of spectrally compressive sensed hyperspectral images with deep neural networks publication-title: OSA Optics Express doi: 10.1364/OE.27.035811 – volume: 52 start-page: 1 issue: 9 year: 2013 end-page: 23 ident: CR16 article-title: Review of snapshot spectral imaging technologies publication-title: SPIE Optical Engineering – volume: 18 start-page: 194 year: 2017 end-page: 199 ident: CR5 article-title: Illumination and reflectance spectra separation of hyperspectral image data under multiple illumination conditions publication-title: IS&T Electronic Imaging doi: 10.2352/ISSN.2470-1173.2017.18.COLOR-060 – volume: 5 start-page: 226 issue: 3 year: 2008 end-page: 233 ident: CR29 article-title: Color restoration method based on spectral information using normalized cut publication-title: International Journal of Automation and Computing doi: 10.1007/s11633-008-0226-5 – ident: CR31 – volume: 10 start-page: 3455 year: 2020 ident: CR35 article-title: Dual-camera design for hyperspectral and panchromatic imaging, using a wedge shaped liquid crystal as a spectral multiplexer publication-title: Nature Scientific Reports doi: 10.1038/s41598-020-60413-8 – ident: CR9 – volume: 36 start-page: 1 issue: 6 year: 2017 end-page: 13 ident: CR6 article-title: High-quality hyperspectral reconstruction using a spectral prior publication-title: Transactions on Graphics (TOG) doi: 10.1145/3130800.3130810 – volume: 59 start-page: 11196 issue: 36 year: 2020 end-page: 11208 ident: CR17 article-title: DD-Net: Spectral imaging from a monochromatic dispersed and diffused snapshot publication-title: OSA Applied Optics doi: 10.1364/AO.404524 – volume: 58 start-page: 3 year: 2019 end-page: 15 ident: CR33 article-title: Hyperspectral imaging of art: Acquisition and calibration workflows publication-title: Journal of The American Institute for Conservation doi: 10.1080/01971360.2018.1549919 – ident: CR7 – volume: 54 start-page: 178 issue: 1 year: 2016 end-page: 188 ident: CR18 article-title: Total-variation-regularized low-rank matrix factorization for hyperspectral image restoration publication-title: IEEE Transactions on Geoscience and Remote Sensing doi: 10.1109/TGRS.2015.2452812 – volume: 47 start-page: B44 issue: 10 year: 2008 end-page: B51 ident: CR37 article-title: Single disperser design for coded aperture snapshot spectral imaging publication-title: OSA Applied Optics doi: 10.1364/AO.47.000B44 – ident: CR26 – volume: 4 start-page: 81 issue: 1 year: 1995 end-page: 94 ident: CR4 article-title: Constrained nonlinear optimization approaches to color-signal separation publication-title: IEEE Transactions on Image Processing doi: 10.1109/83.350812 – ident: CR24 – volume: 26 start-page: 25226 issue: 19 year: 2018 ident: 1587_CR38 publication-title: OSA Optics Express doi: 10.1364/OE.26.025226 – ident: 1587_CR24 doi: 10.5281/zenodo.3757045 – volume: 12 start-page: 966 year: 1990 ident: 1587_CR19 publication-title: Transactions on Pattern Analysis and Machine Intelligence (PAMI) doi: 10.1109/34.58869 – volume: 58 start-page: 3 year: 2019 ident: 1587_CR33 publication-title: Journal of The American Institute for Conservation doi: 10.1080/01971360.2018.1549919 – volume: 24 start-page: 294 issue: 2 year: 2007 ident: 1587_CR11 publication-title: Journal of the Optical Society of America (JOSA) doi: 10.1364/JOSAA.24.000294 – volume: 4 start-page: 81 issue: 1 year: 1995 ident: 1587_CR4 publication-title: IEEE Transactions on Image Processing doi: 10.1109/83.350812 – volume: 27 start-page: 35811 issue: 24 year: 2019 ident: 1587_CR14 publication-title: OSA Optics Express doi: 10.1364/OE.27.035811 – volume: 129 start-page: 162 year: 2017 ident: 1587_CR39 publication-title: ISPRS Journal of Photogrammetry and Remote Sensing doi: 10.1016/j.isprsjprs.2017.04.010 – volume: 36 start-page: 1 issue: 6 year: 2017 ident: 1587_CR2 publication-title: Transactions on Graphics (TOG) doi: 10.1145/3130800.3130896 – ident: 1587_CR9 doi: 10.1117/12.2020286 – volume: 14 start-page: 1 issue: 8 year: 2019 ident: 1587_CR25 publication-title: PLoS ONE doi: 10.1371/journal.pone.0220949 – volume: 7 start-page: 1298 issue: 10 year: 2020 ident: 1587_CR28 publication-title: OSA Optica doi: 10.1364/OPTICA.397214 – volume: 1 start-page: 109 year: 2020 ident: 1587_CR1 publication-title: London Imaging Meeting doi: 10.2352/issn.2694-118X.2020.LIM-27 – volume: 15 start-page: 14013 issue: 21 year: 2007 ident: 1587_CR15 publication-title: OSA Optics Express doi: 10.1364/OE.15.014013 – volume: 7 start-page: 913 issue: 8 year: 2020 ident: 1587_CR12 publication-title: OSA Optica doi: 10.1364/OPTICA.394413 – ident: 1587_CR27 doi: 10.1109/ICCV.2019.00416 – ident: 1587_CR23 doi: 10.1145/2661229.2661262 – volume: 27 start-page: 27088 issue: 19 year: 2019 ident: 1587_CR20 publication-title: OSA Optics Express doi: 10.1364/OE.27.027088 – ident: 1587_CR7 doi: 10.1016/B978-0-444-63977-6.00023-7 – volume: 54 start-page: 178 issue: 1 year: 2016 ident: 1587_CR18 publication-title: IEEE Transactions on Geoscience and Remote Sensing doi: 10.1109/TGRS.2015.2452812 – volume: 10 start-page: 3455 year: 2020 ident: 1587_CR35 publication-title: Nature Scientific Reports doi: 10.1038/s41598-020-60413-8 – volume: 5 start-page: 226 issue: 3 year: 2008 ident: 1587_CR29 publication-title: International Journal of Automation and Computing doi: 10.1007/s11633-008-0226-5 – ident: 1587_CR8 doi: 10.1117/12.889460 – volume: 26 start-page: 26167 issue: 20 year: 2018 ident: 1587_CR36 publication-title: OSA Optics Express doi: 10.1364/OE.26.026167 – ident: 1587_CR31 – ident: 1587_CR30 doi: 10.1109/CVPR.2010.5540211 – volume: 59 start-page: 11196 issue: 36 year: 2020 ident: 1587_CR17 publication-title: OSA Applied Optics doi: 10.1364/AO.404524 – volume: 54 start-page: 1031 issue: 8 year: 1964 ident: 1587_CR22 publication-title: Journal of the Optical Society of America (JOSA) doi: 10.1364/JOSA.54.001031 – volume: 58 start-page: 1 issue: 3 year: 2011 ident: 1587_CR3 publication-title: Journal of ACM doi: 10.1145/1970392.1970395 – volume: 49 start-page: 2070 issue: 10 year: 2016 ident: 1587_CR10 publication-title: Accounts of chemical research doi: 10.1021/acs.accounts.6b00048 – ident: 1587_CR21 doi: 10.1145/3306346.3322946 – ident: 1587_CR40 doi: 10.1109/CVPR.2015.7298787 – volume: 18 start-page: 194 year: 2017 ident: 1587_CR5 publication-title: IS&T Electronic Imaging doi: 10.2352/ISSN.2470-1173.2017.18.COLOR-060 – volume: 36 start-page: 1 issue: 6 year: 2017 ident: 1587_CR6 publication-title: Transactions on Graphics (TOG) doi: 10.1145/3130800.3130810 – volume: 52 start-page: 1 issue: 9 year: 2013 ident: 1587_CR16 publication-title: SPIE Optical Engineering – volume: 4056 start-page: 50 year: 2000 ident: 1587_CR13 publication-title: Wavelet Applications VII, SPIE doi: 10.1117/12.381686 – year: 2019 ident: 1587_CR34 publication-title: Transactions on Graphics (TOG) doi: 10.1145/3345553 – volume: 47 start-page: B44 issue: 10 year: 2008 ident: 1587_CR37 publication-title: OSA Applied Optics doi: 10.1364/AO.47.000B44 – volume: 5 start-page: 3 issue: 1 year: 2018 ident: 1587_CR32 publication-title: MDPI Journal of Imaging doi: 10.3390/jimaging5010003 – ident: 1587_CR26 doi: 10.1007/978-3-030-58592-1_12
SSID	ssj0002823
Score	2.4548447
Snippet	We propose a method for eliminating the temporal illumination variations in whisk-broom (point-scan) hyperspectral imaging. Whisk-broom scanning is useful for...
SourceID	hal proquest gale crossref springer
SourceType	Open Access Repository Aggregation Database Enrichment Source Index Database Publisher
StartPage	1310
SubjectTerms	Artificial Intelligence Cathedrals Computer Imaging Computer Science Computer Vision and Pattern Recognition Hyperspectral imaging Illumination Image Processing and Computer Vision Infrared radiation Pattern Recognition Pattern Recognition and Graphics Raster Raster scanning Scanning devices Sensors Special Issue on Computer Vision for Cultural Heritage Vision
SummonAdditionalLinks	– databaseName: SpringerLINK Contemporary 1997-Present dbid: RSV link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnR3LbhMxcEQLBy4Nj6IGCrIQEge60nrXz2NUNQoSiniU0pu19nqVqGlaZUO_n7HXm1AElcp1dm2N7Hl6XgDvqCtFo0WV1drLjKFhlGnGbCaka5rKUVHUKg6bkNOpOj_Xn1NRWNtnu_chySipt8VutIgxx5BKwJE11A48RHWnAjt-_Xa2kb_oRHQD5NEx4kLTVCrz9z1uqaMklHdmISfyN4PzjxhpVD3jwf8h_QT2kqlJRh1tPIUHfvkMBsnsJImpWwT1kx162HP4crKI075CTjQ57bpXLcjHMBV53j0fkjN0srvXPjJfkh-zeXuR2WCGkwm6tl0FZ1x0Gecg7cP38cnp8SRLwxcyx5lYZ0pXFjVZI3PmNasLrmptK1tbIa30rmFWcstzJ1DkOTTbnKZFzRWVdV7Y3LLyBewur5b-AAj6ME4gSDklGPdOh2gr2oGN95Uoq2IItL8D41Jn8jAgY2G2PZXDMRo8RhOP0aghfNisue76ctz59_twtSYwLe7sqlR7gPiF9ldmJHOqkF444vIWb3-zZWi-PRl9MgEWdH3OZHlDh3DYE4dJLN-aQqBzhsaSLIdw1BPD9vO_kXt5v99fweMi0lNIujyE3fXqp38Nj9zNet6u3kRW-AXXYf_a priority: 102 providerName: Springer Nature
Title	Eliminating Temporal Illumination Variations in Whisk-broom Hyperspectral Imaging
URI	https://link.springer.com/article/10.1007/s11263-022-01587-8 https://www.proquest.com/docview/2655924473 https://hal.science/hal-03620473
Volume	130
WOSCitedRecordID	wos000780350300002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVAVX databaseName: SpringerLINK Contemporary 1997-Present customDbUrl: eissn: 1573-1405 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002823 issn: 0920-5691 databaseCode: RSV dateStart: 19970101 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LbxMxEB6RlgMXylMNlMhCSBzAYu2sXycUqlRBQBRKaQsXa-3dVSNCWrqhv5-x15sAEr1w8WF2bVmatz2eD-AZ80NZG1nQ0lSK5hgYUZPnjkrl67rwTPJSR7AJNZ3q01MzSwduTSqr7GxiNNTluQ9n5K-4xNgXfZEavr74QQNqVLhdTRAaPdhmnLMg5-8UXVtiTCdaKHlMkYQ0LD2aaZ_OMR5vMENhgkBF0384pmSee2ehOvK30POv29LohA52_nf7d-B2Cj_JqJWXu3CjWt6DnRSKkqToDZI6tIeOdh8-jhcRASzUSZOjtqPVgrwNSMnz9kiRHGPi3Z4AkvmSnJzNm2_UhdCcTDDdbV91xknfIzbSA_h8MD7an9AEyEC9yOWKalM49G61yvLK5CUXujSucKWTyqnK17lTwonMSzSDHkM5bxgvhWaqzLjLXD58CFvL82W1CwTzGi-RpL2Wuai8CTewGBvWVVXIYcH7wDpuWJ-6lQfQjIXd9FkOHLTIQRs5aHUfXqznXLS9Oq79-3lgsg2KjCv7Ir1HwP2Fllh2pDKmUXIE7uUpysF6ydCQezJ6bwMt-P8MmXrF-rDXMd4mM9DYDdf78LITnc3nf2_u0fWrPYZbPIpuKLzcg63V5c_qCdz0V6t5czmAnjr5MoDtN-Pp7HAQVQLHD9k-jjPxFcfDT8e_AF0ID0k
linkProvider	ProQuest
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3fb9MwED5tAwleGD9FYYCFQDxAROI6tvMwoWpsarVSgVRgb17sOFpF6UZThvZP7W_cnZO0gMTe9sCrE1tO_N35zr67D-BF4rqyzGQeFZlXkUDDKMqEsJFUrixzl0he6EA2oUYjfXCQfVyD8zYXhsIqW50YFHVx7OiM_C2XaPviXqS6705-RMQaRberLYVGDYt9f_YLXbZqe_Ae1_cl53u7451-1LAKRC4VchHpLLeooksVC5-Jgqe6yGxuCyuVVd6VwqrUprGTKMsO7RGXJbxIdaKKmNvYii6Ouw7XhEBxoFDBeGep-dF9qanr0SVLZZY0STp1ql7Cw40pBUKkKNj6j42w2Q7Wjyga8zdT96_b2bDp7W3-b7_rNtxqzGvWq-XhDqz52V3YbExt1iiyCptaNou27R582p0GhjOKA2fjumLXlA2ICXpSH5myL_m8RnLFJjP29WhSfYssuR6sj-58nbUaOn0P3E_34fOVfOsD2Jgdz_xDYOi3OYlN2mkpUu8yumFG27f0PpfdnHcgaVffuKYaO5GCTM2qjjQhxiBiTECM0R14vexzUtciufTtVwQqQ4oKR3Z5k2-B86OSX6an4kQjUlOcy3PE3XJIKjje7w0NtZF9EyOITpMObLVAM42aq8wKZR1400J19fjfk3t0-WjP4EZ__GFohoPR_mO4yYPYUJDpFmws5j_9E7juTheTav40CCCDw6uG8AVgSmZ6
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1bb9MwFD7aBkJ7YVy1sgEWAvEA1pI0vj0gVLFVrTpVQxqwNxM7jlZRutGUTfw1fh3HjtMCEnvbA69OYjnJd272OecDeJ7aLq8UL2ipnKA5OkZU5bmhXNiqKmzKs1IGsgkxHsuTE3W0Bj_bWhifVtnqxKCoyzPr98j3Mo6-L9oi0d2rYlrE0X7_7fk36hmk_ElrS6fRQGTkflxi-Fa_Ge7jv36RZf2D43cDGhkGqGU5X1CpCoPquhJJ7lReZkyWyhSmNFwY4WyVG8EMSyxHubbom1iVZiWTqSiTzCQm7-K863ADrTDzMjYSdGkFMJRpaOwxPGNcpbFgpynbS7NweuqTIhgKufzDKEbTsH7qMzN_c3v_OqkNBrC_9T9_ujtwO7rdpNfIyV1Yc7N7sBVdcBIVXI1DLctFO3Yf3h9MA_OZzw8nx00nrykZeoboSbOVSj4W8wbhNZnMyKfTSf2FGh-SkAGG-U01a3joa-CEegAfruVdH8LG7GzmtoFgPGc5Dkkrec6cVf7kGX3iyrmCd4usA2mLBG1jl3ZPFjLVq_7SHj0a0aMDerTswKvlM-dNj5Ir737pAaa9AsOZbRHrMHB9vhWY7okklYhahmt5hhhcTukbkQ96h9qPeb8nQUBdpB3YbUGno_qr9QpxHXjdwnZ1-d-Le3T1bE_hFiJXHw7Hox3YzIIE-dzTXdhYzL-7x3DTXiwm9fxJkEUCn68bwb8A0tNvIA
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Eliminating+Temporal+Illumination+Variations+in+Whisk-broom+Hyperspectral+Imaging&rft.jtitle=International+journal+of+computer+vision&rft.au=Funatomi+Takuya&rft.au=Ogawa+Takehiro&rft.au=Tanaka+Kenichiro&rft.au=Kubo+Hiroyuki&rft.date=2022-05-01&rft.pub=Springer+Nature+B.V&rft.issn=0920-5691&rft.eissn=1573-1405&rft.volume=130&rft.issue=5&rft.spage=1310&rft.epage=1324&rft_id=info:doi/10.1007%2Fs11263-022-01587-8&rft.externalDBID=HAS_PDF_LINK
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0920-5691&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0920-5691&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0920-5691&client=summon